Stir in all of the remaining ingredients except the rosemary. Cook, stirring often, until the brown sugar is melted and the nuts are lightly toasted, 5-10 minutes.
Remove from heat and stir in the rosemary.
Pour nuts out onto the parchment paper and let cool. Serve.